Tree Physiology Optimization tuning rule for Proportional-Integral control

被引:0
|
作者
Halim, A. Hanif [1 ]
Ismail, I. [1 ]
机构
[1] Univ Teknol PETRONAS, Elect & Elect Engn Dept, Tronoh 31750, Perak, Malaysia
关键词
D O I
10.1051/matecconf/201713103018
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper presents a tuning correlation for ProportionalIntegral (PI) controller parameters using Tree Physiology Optimization algorithm (TPO). "IPO is a metitheuristic algorithm that has parallel search strategy inspired from plant growth system. The parallel search is referred to the plant branches and leaves that able to diversify the search space and therefore finding promising results in much faster iterations. The exploration is amplified from roots growth counterparts. In the proposed method, a tuning correlation of PI-controller using "IPO is established and the perfonnances of correlated parameters are compared with Ciancone correlation. The idea of correlation tuning is to reduce the optimization tune consumption and engineering efforts in controller tuning. The results shown that the tuning correlation of TPO is able to find good PI parameters with lesser error.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Proportional-integral controllers with fuzzy tuning
    Ha, QP
    [J]. ELECTRONICS LETTERS, 1996, 32 (11) : 1043 - 1044
  • [2] Robust proportional-integral control
    Alvarez-Ramirez, J
    Morales, A
    Cervantes, I
    [J]. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1998, 37 (12) : 4740 - 4747
  • [3] Tuning Proportional-Integral controllers to approximate simplified predictive control performance
    Mansour, S. E.
    [J]. ISA TRANSACTIONS, 2009, 48 (04) : 417 - 422
  • [5] PROPORTIONAL PLUS PROPORTIONAL-INTEGRAL SUBOPTIMAL CONTROL
    BHARATHAN, PK
    NATARAJAN, T
    SESHADRI, V
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1975, 20 (04) : 561 - 563
  • [6] Homeostasis as a proportional-integral control system
    Veen, Lennaert van
    Morra, Jacob
    Palanica, Adam
    Fossat, Yan
    [J]. NPJ DIGITAL MEDICINE, 2020, 3 (01)
  • [7] Quantum proportional-integral (PI) control
    Chen, Hui
    Li, Hanhan
    Motzoi, Felix
    Martin, Leigh
    Whaley, K. Birgitta
    Sarovar, Mohan
    [J]. NEW JOURNAL OF PHYSICS, 2020, 22 (11):
  • [8] Robustness of classical tuning correlations for proportional-integral controllers
    Baab, CT
    Latchman, HA
    Crisalle, OD
    [J]. PROCEEDINGS OF THE 2003 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2003, : 4997 - 5002
  • [9] CONTROLLER TUNING OF A 3RD-ORDER PROCESS UNDER PROPORTIONAL-INTEGRAL CONTROL
    TAN, LY
    WEBER, TW
    [J]. INDUSTRIAL & ENGINEERING CHEMISTRY PROCESS DESIGN AND DEVELOPMENT, 1985, 24 (04): : 1155 - 1160
  • [10] On-line Tuning of a Wavelet Neural Proportional-integral Controller for Excitation Control of a Generator
    Farahani, Mohsen
    [J]. ELECTRIC POWER COMPONENTS AND SYSTEMS, 2012, 40 (12) : 1351 - 1361